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Text Data Processing: How to treat table rows as paragraphs

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When I used Base_EntityExtraction to process my PDF files that containing tables, the tool is treating the table columns as paragraphs. What I need is for the table cells in the same row to relate to each other. It is impossible to relate these data elements from the table cells because the tool processes one column at time as a paragraph. Is there a way to config the behaviour so that it processes one row at a time when it is extract data from tables?


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